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Part 50 - AI-Buddy ....How do we build internal links?

Writer: Magne Bjella
Magne Bjella
14 hours ago
15 min read

Internal links tie the knowledge together and help the reader move forward.


We have now built theme pages.

We have organized the content into theme clusters.


We have worked with technical terms that make knowledge more precise.


And we have seen how cornerstone content can give a subject area a solid foundation.


But knowledge needs connections.


An article can be very good on its own. But often the greatest value comes when the reader can move from one explanation to the next and gradually build a greater understanding.


This is where internal links come in.


An internal link connects one page on a website to another page on the same website.


Technically this is simple.


Academically it is far more interesting.


Because a good internal link doesn't just say:


“There is another side here.”

It says:

"This knowledge is related to what you are reading now – and here you can understand more."


Internal links thus become part of the knowledge architecture.


They help people navigate, show professional

relationships and can make the website's structure clearer to search engines and other systems that find and analyze information.


But that doesn't mean that the most links are the best.


A good internal link should have a reason to be there .


Magne and KI-Kompisen discuss how internal links connect knowledge in a digital universe of knowledge, in a warm evening watercolor from the Old Parsonage Hotel in Oxford. They sit in the hotel's historic garden setting with English beer on the table, surrounded by old stone buildings, ivy, flowers, lit lanterns and warm light from the windows. The motif introduces internal links as connections between related pages and articles on the same website. The illustration symbolizes how good internal links can help the reader move from one explanation to the next, highlight professional connections and create a clearer knowledge architecture for people, search engines and AI systems.

Magne & the Friend


Magne

Friend...


Now we come to something I've been doing on websites for many years.


Internal links.


This can't be that difficult, can it?


The buddy

Heh heh.


How did you do it?


Magne

I highlight some words.


Press the link button.


Find the page.


And insert the link.


Ready.


The buddy

Technically, you are absolutely right.


But why did you choose that particular page?


Magne

Because...


Did it have anything to do with the topic?


The buddy

There the interesting part begins.


A link should have a task


Magne

So it's not enough that two pages are about roughly the same thing?


The buddy

Not necessarily.


We should ask:

What does the reader get in return for following this link right here?


Magne

Example?


The buddy

Let's say we write:

“Cornerstone content often serves as a central hub in a larger thematic cluster.”


If the reader is not familiar with the term theme cluster , we can link to the article:


How do we build theme clusters?


Magne and KI-Kompisen are sitting with English beer in the atmospheric evening garden at the Old Parsonage Hotel in Oxford in front of an educational board that explains what internal links are. The board shows a simple model where Page A connects to Page B on the same website, and explains that a good internal link does more than just show that another page exists. It tells the reader that the knowledge on the pages is academically connected and provides an opportunity to understand more. The watercolor visualizes how internal links can connect articles, topic pages, topic clusters and cornerstone content, thus turning individual texts into parts of a larger, coherent universe of knowledge.

Magne

Because it helps the reader understand the term we just used.


The buddy

Yes.


The link has a professional function.


We build paths between knowledge


Magne

In the previous article, you called internal links the paths between knowledge.


The buddy

I like that picture.


Imagine that each article is a place.


Without roads, every place could be amazing.


But it is difficult to move between them.


Magne

And internal links build the roads?


The buddy

Yes.


But we don't want roads everywhere just because we can build them.


Magne

Heh heh.


Then we get a rather chaotic roadmap.


The buddy

Exactly.


We build connections where they actually help someone move forward.


Where should we link?


Magne

Is there a rule for where in the text the link should be placed?


The buddy

The most important rule is quite simple:


Where the link is relevant to what the reader is currently trying to understand.


Magne

Not just a big list at the bottom?


The buddy

A list of further reading may be helpful.


But it does not necessarily replace contextual links within the text.


Magne

Why?


The buddy

Because a link in the right context can tell the reader why the next article is relevant.


If we are writing about how knowledge is organized and mention information architecture, we can link exactly where the term becomes important.


Then the connection arises in the context .


What should be in the link?


Magne

I've used "Read More" quite a bit.


The buddy

It has half the internet too.

Heh heh.


Magne

Is that wrong?


The buddy

Not necessarily in all contexts.


But there are often better alternatives.


Compare:

Read more

with:

Read how we build theme clusters


Magne

The second one tells me what I actually get.


The buddy

Exactly.


The link text should be understandable and describe the goal well enough for the reader to assess whether the link is relevant.


It is also useful for accessibility and for systems that analyze the connection between pages.


Should we use the full article title?


Magne

Does this mean we should always use the entire title of the article as link text?


The buddy

No.


It would quickly become unnatural.


The link text should fit into the sentence.


Magne

So we can, for example, write:


"This is closely related to how we build thematic clusters around a subject area ."


And link the relevant words?


The buddy

Yes.


Then the text describes the connection naturally.


How many internal links should we have?


Magne

Then comes the question everyone wants a number on.

How many internal links should an article contain?


The buddy

And the answer is, of course, annoying.


Magne

I knew it.


The buddy

There is no one right number that fits all articles.

A short article may need a few.


A comprehensive professional article can naturally have several.


The question should not be:


“Have we reached the right number of links?”

But:

"Are there places where a relevant link would help the reader further?"


Magne

So again we end up with the human first.


The buddy

Yes.


It's almost becoming a habit.


We need links both ways.


Magne

If a cornerstone article links to an in-depth article, should the in-depth article link back?


The buddy

When it's useful, yes.

Imagine that a reader comes directly to a highly specialized article from a search or an external link.


Then a link back to the basic article can provide the necessary context.


Magne and the AI buddy discuss the importance of internal links in front of a teaching board in the evening garden at the Old Parsonage Hotel in Oxford. The board shows how relevant internal links can help people navigate and find further knowledge, create scholarly connections between articles and contribute to a more holistic understanding of a topic. The model also illustrates how internal linking can make the structure of the website and the relationships between content clearer to search engines and AI systems that find, analyze and interpret information. The warm watercolor of English beer, candlelight and historic Oxford surroundings visualizes internal links as bridges between knowledge and as a central part of the website's information and knowledge architecture.

Magne

So we don't just build:

Main article → immersion

but also:


Immersion → greater context.


The buddy

Just.

Knowledge doesn't just need one direction of travel.


What about old articles?


Magne

When we publish a new article, we can of course link to old articles.


But what about the old articles?


The buddy

Therein lies one of the most important tasks.

When publishing new content, we should ask:


Which existing articles should now link to this new knowledge?


Magne

So publishing doesn't end when the new article is published?


The buddy

No.


The new article will be included in the knowledge network.


This may mean we need to go back and update existing pages.


Internal links can reveal gaps


Magne

Can link building tell us something about what content we are missing?


The buddy

Absolutely.

Imagine that we are writing an article and keep wanting to explain the same concept.


But we don't have a good site to link to.


Magne

So maybe we're missing an article?


The buddy

Yes.

Internal links can therefore help us discover knowledge gaps .


Magne

That was interesting.

So linking is not just about organizing what we already have.


The buddy

No.


It can also help us understand what we should build on .


And what does this mean for search and AI?


Magne

Then we must address that question as well.

What do internal links mean for Google and AI?


The buddy

Internal links have long been important to how search engines discover pages and understand the structures and connections of websites.


But we should still be careful with simplified recipes.


Magne

No "post seven internal links and AI loves you"?


The buddy

Heh heh.

No.


And when we talk about generative AI systems, there is also no universal rule that a particular internal linking structure guarantees that the content will be retrieved or used.


But good links make the relationships between content explicit .


Magne

So:

This page is about this.


And this knowledge is connected to that knowledge.


The buddy

Yes.


This creates a clearer information structure.

And that is valuable in itself.


Academic specialization

Internal links are part of information architecture


Internal linking is often mentioned within SEO, but its function is much broader.


Links are a fundamental part of how the web works.


On a single website, internal links contribute to navigation, content discovery, and establishing connections between pages, among other things.


When used consciously, they also become part of the website's information architecture .


Navigation menus show the overall structure.


Theme pages organize the subject areas.


Topic clusters show groups of related knowledge.


Internal links can then create more detailed connections between the individual knowledge elements.


Navigation links and contextual links

It is useful to distinguish between different types of internal links.


Navigation links help the user navigate through the overall structure of the website. They are found in menus, breadcrumbs, and other fixed navigation elements, for example.


Contextual links are located within the content itself and connect a relevant point to another relevant page.


Both have value.


But in a universe of knowledge, contextual links are particularly interesting because they can express professional relationships .


A link from a discussion about topic clusters to an article about cornerstone content tells us that the two concepts have a relevant connection.


The link text provides context

The clickable text in a link is often called link text , or anchor text in English.


Good link text should help the user understand what is on the target page.


Generic formulations such as "click here" or "read more" may work in some contexts, but in isolation they provide little information about the goal.


Descriptive link texts provide more context.


That doesn't mean we should squeeze identical search phrases into all links.

The link text should first and foremost be natural, relevant, and understandable in the sentence in which it appears .


Accessibility is also part of good linking

Descriptive link texts are not just a matter of content strategy.


They are also important for universal design.


Users navigating with assistive devices, such as screen readers, may encounter links without the same visual context as other users.


A series of links that are all called "read more" may not be very informative.


A link text that describes the destination makes it easier to understand what happens if the link is activated.


Good internal linking is therefore also about usability and accessibility .


Links should follow the need for knowledge

There are many technical analyses of link structures, but in a professional universe of knowledge, we should maintain a simple editorial principle:


Link when the connection adds value.


It may be because the reader:


need a definition,


needs background knowledge,


wants immersion,


need a concrete example,


or should understand how the topic fits into a larger context.


The link then has an educational function.


New articles should be linked to existing knowledge


An often overlooked part of internal linking is the work that happens after publishing .


When a new article is published, we shouldn't just ask which old pages the new article can link to.


We should also ask:

Which existing pages should now link to the new article?


This creates a living universe of knowledge.


New knowledge is not simply superimposed on old knowledge.


It plugs into it .


Magne and the AI buddy conclude their conversation about internal links in front of an educational board in the illuminated evening garden at the Old Parsonage Hotel in Oxford. The board shows the principles of good internal linking: link when there is a natural academic reason, use descriptive link texts that tell the reader what to expect, and point to the next relevant step in the knowledge journey. The illustration emphasizes that internal links should primarily help people find, understand and explore relevant knowledge, while a logical link structure can make the content's connections clearer to search engines and AI systems. The main point is that fewer, better and more relevant internal links are more valuable than as many links as possible.

Avoid link inflation

If almost every sentence contains a link, the result can become cluttered and difficult to read.


Too many competing choices can also make it unclear which path forward is actually relevant.


Therefore, internal linking should be edited in the same way as the text itself.


We don't just ask:

Can we link here?


We ask:

Should we link here?


That small distinction is crucial.


Internal links and machine understanding

Links are explicit connections between documents.


Search engines have long used link structures as part of their efforts to discover, navigate, and understand web pages.


How different AI systems retrieve and use web content varies, and the methods are evolving rapidly.


Therefore, we should avoid claims that a particular linking strategy automatically provides better visibility in AI-generated answers.


The robust principle is simpler:


Good internal linking makes your website's professional connections clearer.


It is useful for humans navigating the knowledge and at the same time creates a more explicit structure for machine systems analyzing the website.



When should we create an internal link?

The link should solve a knowledge need

Situation

What does the reader need?

What can the link do?

A technical term is introduced

A more thorough explanation

Lead to a definition or in-depth article

Background knowledge is missing

Larger context

Lead back to basic or cornerstone content

A sub-theme is mentioned

Opportunity to go deeper

Lead to a specialized article

An example is discussed

Documentation or elaboration

Lead to a relevant case or technical article

Themes overlap

Understand the context

Connect different theme clusters together

New knowledge is published

Updated path through content

Link older relevant articles to the new page

A knowledge gap is discovered

An explanation that still doesn't exist

Highlight the need for new content


From weak to strong internal linking

Small differences can give the reader much better guidance.

Weaker solution

Better solution

Why?

Click here

Read how we build theme clusters

Tells what the link leads to

Read more

Immerse yourself in how technical terms are used

Provides professional context

Many links without clear purpose

Fewer, relevant links

Reduces noise and clarifies choices

Only links from new to old articles

Links are considered both ways.

Integrates new knowledge into existing structure

Linking mainly based on similar words

Linking based on professional relevance

Make connections more meaningful

The same unnatural link text is repeated

Natural and descriptive link text

Provides better language and context

All links are collected at the bottom

Relevant links are also used in context

Provides assistance when the need for knowledge arises


Technical terms

Key concepts when building internal links

English technical term

Explanation

Internal Link

A link from one page to another page on the same website.

Internal Linking

The work of establishing relevant connections between pages on the same website through links.

Anchor Text

The visible and clickable text used to represent a link.

Contextual Link

A link that is placed within the content where it has a natural academic or informational context.

Navigational Link

A link that primarily helps the user navigate the website structure, for example through main menus.

Breadcrumb Navigation

A navigation structure that shows where a page is located in the website hierarchy and often allows the user to navigate back to parent levels.

Link Structure

The pattern of connections that occur through links between the different pages of the website.

Destination Page / Target Page

The page the user arrives at when a link is activated.

Knowledge Network

A system where articles, concepts and subject areas are connected through meaningful relationships.

Knowledge Gap / Content Gap

A relevant question or topic that lacks sufficient content in the existing knowledge structure.

We have only just begun.

Magne

Friend...

Now I'm really starting to see the big picture.


The buddy

What do you see?


Magne

We started with single articles.

Then we organized them into theme pages and theme clusters.


We defined the technical terms.


We built cornerstone content.


And now we have started building the roads between everything.


The buddy

Yes.


Magne

But then we actually have a new problem.


The buddy

Heh heh.

Of course we have.


Magne

If we continue like this, we will eventually end up with hundreds of articles, terms, topic pages, topic clusters, and internal links.


Then it's no longer enough to plan one article at a time, is it?


The buddy

No.


At some point we have to lift our gaze.


Magne

From the article...


The buddy

...to the entire system.


Magne

Then we need to know which subject areas we should cover.


What already exists.


What is missing.


Which themes belong together.


What content is basic.


And how everything should be connected.


The buddy

Exactly.


Then we move from content production to knowledge planning .


Magne

And then there's only one question left in this section, right?


The buddy

That's it.


How do we plan an entire universe of knowledge?


For friend...

We have only just begun.





Academic background and further reading

This series also builds on my own professional journey through the Web Design study , the eMarketing study , Innovation and Commercialization and professional seminars in San Francisco and Oxford . Here you will find the background, professional environments and experiences that have followed the development from the early years of the web to today's digitalization.




Icon symbolizing the table of contents in the knowledge universe about artificial intelligence on The Invisible Capital. The icon leads to the complete overview of the subject series' articles, themes and learning journey, from a basic understanding of artificial intelligence to knowledge, trust, value creation and competitiveness.






Icon of an open book symbolizing recommended literature in the knowledge universe about artificial intelligence on The Invisible Capital. The icon leads to a specialist library with recommended books on artificial intelligence, digitalization, content strategy, innovation, customer experiences, leadership, value creation and modern business development.






Recommended literature

Developments in artificial intelligence are moving faster than perhaps any other field of study in our time. No single book can provide all the answers, but good books can provide a solid foundation for understanding the technology, the opportunities, and the challenges.


In the KI-Kompis series, we therefore recommend a selection of books that illuminate artificial intelligence from different perspectives – technology, strategy, management, innovation, ethics, digitalization and practical application. Together, they provide a broader understanding of how artificial intelligence affects people, businesses and society.


Click on the book icon to see the full literature overview with recommended books on artificial intelligence.



Recommended books from our library


Book cover for Don't Make Me Think Revisited by Steve Krug – an international classic on usability, web design, UX design, information architecture, navigation and digital user experiences. The book is recommended for anyone who develops websites, digital services and customer-oriented solutions.

Content Strategy for the Web (2nd Edition)


Author/authors: Kristina Halvorson and Melissa Rach


Short review

How do you create content that actually helps people – and at the same time supports your business goals? Content Strategy for the Web is considered one of the most influential books in the field of content strategy and digital communications. The book shows how good content does not arise by chance, but through a deliberate strategy where user needs, the organization's goals, structure, work processes and management are closely linked.


The authors take the reader through the entire process – from planning and organizing to publishing, managing and continuously improving content on websites and digital services. Although technology has evolved since the book was published, the principles of quality, relevance, management and long-term content work are at least as relevant in an era where search engines and artificial intelligence assess the credibility and usefulness of content.


Why we recommend the book

At The Invisible Capital, we believe that good content is one of the most important forms of invisible value creation. A website is far more than design and technology – it is the content that builds trust, creates great customer experiences and helps people find the answers they are looking for.


This book is perfect for leaders, communications consultants, content producers, web editors, UX designers, and anyone working with digital services. It shows why a clear content strategy leads to better user experiences, more effective interactions, and stronger digital results over time.


In an era where artificial intelligence is increasingly important in how information is discovered, understood, and communicated, this book is more relevant than ever. It reminds us that technology alone never creates value – it is good, structured, and relevant content that makes the difference.





Book cover for Don't Make Me Think Revisited by Steve Krug – an international classic on usability, web design, UX design, information architecture, navigation and digital user experiences. The book is recommended for anyone who develops websites, digital services and customer-oriented solutions.

Don't Make Me ThinkAuthor: Steve Krug


Short review

Don't Make Me Think is one of the world's most influential books on usability and web design. Since its first edition in 2000, the book has helped designers, developers, content producers, and managers understand a simple but powerful principle: Good digital services should be intuitive. The user should be able to complete their task without having to stop and think about how the website works.


Why we recommend the book

This is one of the books that has had the greatest impact on my own work with digital services. Over the years – from SAS and the Norwegian Opera & Ballet to working on Bærum Municipality’s website – the principles in this book have been an important reminder that technology is never an end in itself. The goal is to make everyday life easier for the people who use the services. Despite the fact that the book was published many years ago, the message is just as relevant today.





Book cover for Internet Marketing & eCommerce by Ward Hanson and Kirthi Kalyanam – a professional book on digital marketing, e-commerce, customer experiences, digital business models, innovation, internet strategy and value creation in the digital economy.

Internet Marketing & eCommerce


Authors: Ward Hanson and Kirthi Kalyanam


Short review

Internet Marketing & eCommerce provides a thorough introduction to how the internet has changed marketing, commerce, and business development. The book combines theory and practical examples in digital marketing, e-commerce, customer behavior, value creation, and digital business models. Although written at a time when the internet was still in its infancy, many of the fundamental principles are still highly relevant.


Why we recommend the book

This book was an important part of my own learning journey in digital marketing and e-commerce. It helped build my understanding of how technology, customer experiences and business strategy are interconnected – an insight that later became very important in my work with SAS, the Norwegian Opera & Ballet, Bærum Municipality and eventually the project The Invisible Capital. Many of the ideas about customer value, digitalization and innovation presented on the website have their roots in the knowledge this book conveys.






Book cover for The Innovator's Dilemma by Clayton M. Christensen – a classic textbook on disruptive innovation, digital transformation, technological change, business development, leadership and how businesses create competitive advantage in the face of new markets.

The Innovator's Dilemma: When New


Technologies Cause Great Firms to Fail


Author: Clayton M. Christensen


Short review

The Innovator's Dilemma is one of the most influential books on innovation and technological change. Clayton Christensen introduces the concept of "disruptive innovation" and shows how even the most successful businesses can fail when new technologies and business models change the market. Through a series of examples, he explains why established companies often have difficulty adapting to radical change - even when they do "everything right."


Why we recommend the book

This book has had a major impact on how I view innovation, digitalization, and change management. It provided a new perspective on why established businesses are challenged by new players, and why the ability to think differently is crucial in a world characterized by continuous technological development. Many of the reflections in The Invisible Capital on innovation, digital transformation, and value creation are based on the insights Clayton Christensen conveys in this classic.





Book cover for Mastering AI by Jeremy Kahn – an insightful book about the global developments in artificial intelligence, generative AI and language models. The book explains how leading technology companies are developing modern AI solutions, and how artificial intelligence is impacting innovation, digitalization, value creation and the future of work. A recommended book for leaders, students and anyone who wants to understand the rapid developments in artificial intelligence.

Mastering AI: A Survival Guide to Our Superpowered Future


Authors: Jeremy Kahn


Short review

Mastering AI takes the reader behind the scenes of the companies and researchers shaping the modern AI revolution. Jeremy Kahn explains how artificial intelligence is developed, the technological breakthroughs that have made today's language models possible, and how AI is impacting business, politics, and society.


Why we recommend the book

A highly relevant book that combines technology, business, and societal development. Perfect for leaders, decision-makers, and anyone who wants to understand where artificial intelligence is headed.





Book cover for AI Needs You by Verity Harding – a timely book about artificial intelligence, ethics, democracy and social development. The book explores how generative AI and modern language models affect people, businesses and public institutions, and why the responsible use of artificial intelligence is becoming increasingly important. An inspiring book for anyone who wants to understand how AI is shaping the future of society and work.

AI Needs You


Author: Verity Harding


Short review

AI Needs You is about why artificial intelligence is not just a technological issue, but also a question of democracy, ethics and social development. Verity Harding argues that the AI of the future must be developed in collaboration with people, governments and business.


Why we recommend the book

An important book for anyone who wants to understand how artificial intelligence affects society and why responsible development will be crucial in the years to come.





Book cover for The Worlds I See by Fei-Fei Li – an award-winning book that tells the story of the development of modern artificial intelligence through the life of one of the world's leading AI researchers. The book combines research, innovation and personal experiences, giving the reader a deeper understanding of how artificial intelligence, machine learning and language models are developed and impact society. A recommended book for anyone who wants insight into the technology of the future and the people behind it.

The Worlds I See


Author: Fei-Fei Li


Short review

The Worlds I See is the personal story of Fei-Fei Li, one of the world's most influential AI researchers. The book combines autobiography with the history of the development of modern artificial intelligence, showing how research, technology, and human values are closely intertwined.


Why we recommend the book

An inspiring book that provides a unique insight into the development of artificial intelligence through the eyes of one of the field's most central researchers.







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